ReviewInternational journal of environmental research and public health2017
How Sensors Might Help Define the External Exposome.
Review in International journal of environmental research and public health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
34 citing papers in PubMed.
- Relevance and challenges of exposome studies for environmental health research.Environmental health : a global access science source · 2026Review
- Article
- The promise and challenges of exposomics in child health research.Pediatric research · 2025Review
- Exposomics: a review of methodologies, applications, and future directions in molecular medicine.EMBO molecular medicine · 2025Review
- Worker perspectives on improving occupational health and safety using wearable sensors: a cross-sectional survey.Annals of work exposures and health · 2024Article
- Geospatial Science for the Environmental Epidemiology of Cancer in the Exposome Era.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2024Article
- Evaluation of a self-monitoring protocol for assessing soot and polycyclic aromatic hydrocarbon exposure among chimney sweeps.Frontiers in epidemiology · 2024Article
- The contribution of the exposome to the burden of cardiovascular disease.Nature reviews. Cardiology · 2023Review
- Using a smartphone application to capture daily work activities: a longitudinal pilot study in a farming population.Annals of work exposures and health · 2023Article
- DigitalExposome: quantifying impact of urban environment on wellbeing using sensor fusion and deep learning.Computational urban science · 2023Article
- Article
- Applying the exposome concept to working life health: The EU EPHOR project.Environmental epidemiology (Philadelphia, Pa.) · 2022Article
- The Exposome and Toxicology: A Win-Win Collaboration.Toxicological sciences : an official journal of the Society of Toxicology · 2022Review
- Phenomics in sport: Can emerging methodology drive advanced insights?Frontiers in network physiology · 2022Article
- Review
- The Exposome Approach in Allergies and Lung Diseases: Is It Time to Define a Preconception Exposome?International journal of environmental research and public health · 2021Review
- Defining the Scope of Exposome Studies and Research Needs from a Multidisciplinary Perspective.Environmental science & technology letters · 2021Review
- Seasonal variations of polycyclic aromatic hydrocarbons in coastal sediments of a marine resource hot spot: the case of pars special economic energy zone, Iran.Environmental geochemistry and health · 2021Article
- Augmenting the Standard Operating Procedures of Health and Air Quality Stakeholders With NASA Resources.GeoHealth · 2021Review
- Sub-City Scale Hourly Air Quality Forecasting by Combining Models, Satellite Observations, and Ground Measurements.Earth and space science (Hoboken, N.J.) · 2021Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The advent of the exposome concept, the advancement of mobile technology, sensors, and the "internet of things" bring exciting opportunities to exposure science. Smartphone apps, wireless devices, the downsizing of monitoring technologies, along with lower costs for such equipment makes it possible for various aspects of exposure to be measured more easily and frequently. We discuss possibilities and lay out several criteria for using smart technologies for external exposome studies. Smart technologies are evolving quickly, and while they provide great promise for advancing exposure science, many are still in developmental stages and their use in epidemiology and risk studies must be carefully considered. The most useable technologies for exposure studies at this time relate to gathering exposure-factor data, such as location and activities. Development of some environmental sensors (e.g., for some air pollutants, noise, UV) is moving towards making the use of these more reliable and accessible to research studies. The possibility of accessing such an unprecedented amount of personal data also comes with various limitations and challenges, which are discussed. The advantage of improving the collection of long term exposure factor data is that this can be combined with more "traditional" measurement data to model exposures to numerous environmental factors.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.